Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 14546 |
| Missing cells | 34211 |
| Missing cells (%) | 10.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.7 MiB |
| Average record size in memory | 192.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Categorical | 4 |
| Numeric | 16 |
| Boolean | 2 |
MinTemp has 157 (1.1%) missing values | Missing |
Rainfall has 330 (2.3%) missing values | Missing |
Evaporation has 6183 (42.5%) missing values | Missing |
Sunshine has 6904 (47.5%) missing values | Missing |
WindGustDir has 1056 (7.3%) missing values | Missing |
WindGustSpeed has 1048 (7.2%) missing values | Missing |
WindDir9am has 1057 (7.3%) missing values | Missing |
WindDir3pm has 411 (2.8%) missing values | Missing |
WindSpeed9am has 179 (1.2%) missing values | Missing |
WindSpeed3pm has 302 (2.1%) missing values | Missing |
Humidity9am has 286 (2.0%) missing values | Missing |
Humidity3pm has 457 (3.1%) missing values | Missing |
Pressure9am has 1537 (10.6%) missing values | Missing |
Pressure3pm has 1522 (10.5%) missing values | Missing |
Cloud9am has 5558 (38.2%) missing values | Missing |
Cloud3pm has 5875 (40.4%) missing values | Missing |
Temp9am has 194 (1.3%) missing values | Missing |
Temp3pm has 361 (2.5%) missing values | Missing |
RainToday has 330 (2.3%) missing values | Missing |
RainTomorrow has 329 (2.3%) missing values | Missing |
Rainfall has 9084 (62.5%) zeros | Zeros |
Sunshine has 244 (1.7%) zeros | Zeros |
WindSpeed9am has 869 (6.0%) zeros | Zeros |
Cloud9am has 852 (5.9%) zeros | Zeros |
Cloud3pm has 498 (3.4%) zeros | Zeros |
Reproduction
| Analysis started | 2024-06-06 18:09:51.279555 |
|---|---|
| Analysis finished | 2024-06-06 18:10:35.470065 |
| Duration | 44.19 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
Date
Date
| Distinct | 3135 |
|---|---|
| Distinct (%) | 21.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 227.3 KiB |
| Minimum | 2007-11-27 00:00:00 |
|---|---|
| Maximum | 2017-06-25 00:00:00 |
Location
Categorical
| Distinct | 49 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 227.3 KiB |
| Sydney | 362 |
|---|---|
| Darwin | 335 |
| Perth | 333 |
| SalmonGums | 331 |
| SydneyAirport | 328 |
| Other values (44) |
Length
| Max length | 16 |
|---|---|
| Median length | 11 |
| Mean length | 8.7224667 |
| Min length | 4 |
Characters and Unicode
| Total characters | 126877 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MountGambier |
|---|---|
| 2nd row | Sydney |
| 3rd row | Melbourne |
| 4th row | Richmond |
| 5th row | Sydney |
Common Values
| Value | Count | Frequency (%) |
| Sydney | 362 | 2.5% |
| Darwin | 335 | 2.3% |
| Perth | 333 | 2.3% |
| SalmonGums | 331 | 2.3% |
| SydneyAirport | 328 | 2.3% |
| Canberra | 327 | 2.2% |
| Townsville | 326 | 2.2% |
| Bendigo | 325 | 2.2% |
| Richmond | 324 | 2.2% |
| Watsonia | 324 | 2.2% |
| Other values (39) | 11231 |
Length
| Value | Count | Frequency (%) |
| sydney | 362 | 2.5% |
| darwin | 335 | 2.3% |
| perth | 333 | 2.3% |
| salmongums | 331 | 2.3% |
| sydneyairport | 328 | 2.3% |
| canberra | 327 | 2.2% |
| townsville | 326 | 2.2% |
| bendigo | 325 | 2.2% |
| richmond | 324 | 2.2% |
| watsonia | 324 | 2.2% |
| Other values (39) | 11231 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 11624 | 9.2% |
| r | 11502 | 9.1% |
| o | 10952 | 8.6% |
| e | 10379 | 8.2% |
| n | 9213 | 7.3% |
| l | 7866 | 6.2% |
| i | 7724 | 6.1% |
| t | 5914 | 4.7% |
| d | 3692 | 2.9% |
| s | 3680 | 2.9% |
| Other values (30) | 44331 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 107133 | |
| Uppercase Letter | 19744 | 15.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 11624 | |
| r | 11502 | |
| o | 10952 | |
| e | 10379 | |
| n | 9213 | 8.6% |
| l | 7866 | 7.3% |
| i | 7724 | 7.2% |
| t | 5914 | 5.5% |
| d | 3692 | 3.4% |
| s | 3680 | 3.4% |
| Other values (12) | 24587 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 2785 | |
| W | 2459 | |
| M | 1805 | |
| C | 1791 | |
| S | 1615 | |
| P | 1529 | |
| N | 1322 | |
| G | 1232 | 6.2% |
| B | 1184 | 6.0% |
| H | 861 | 4.4% |
| Other values (8) | 3161 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 126877 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 11624 | 9.2% |
| r | 11502 | 9.1% |
| o | 10952 | 8.6% |
| e | 10379 | 8.2% |
| n | 9213 | 7.3% |
| l | 7866 | 6.2% |
| i | 7724 | 6.1% |
| t | 5914 | 4.7% |
| d | 3692 | 2.9% |
| s | 3680 | 2.9% |
| Other values (30) | 44331 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 126877 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 11624 | 9.2% |
| r | 11502 | 9.1% |
| o | 10952 | 8.6% |
| e | 10379 | 8.2% |
| n | 9213 | 7.3% |
| l | 7866 | 6.2% |
| i | 7724 | 6.1% |
| t | 5914 | 4.7% |
| d | 3692 | 2.9% |
| s | 3680 | 2.9% |
| Other values (30) | 44331 |
MinTemp
Real number (ℝ)
MISSING 
| Distinct | 352 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 157 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.239926 |
| Minimum | -8 |
|---|---|
| Maximum | 30.7 |
| Zeros | 15 |
| Zeros (%) | 0.1% |
| Negative | 326 |
| Negative (%) | 2.2% |
| Memory size | 227.3 KiB |
Quantile statistics
| Minimum | -8 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7.7 |
| median | 12 |
| Q3 | 16.9 |
| 95-th percentile | 23 |
| Maximum | 30.7 |
| Range | 38.7 |
| Interquartile range (IQR) | 9.2 |
Descriptive statistics
| Standard deviation | 6.3729908 |
|---|---|
| Coefficient of variation (CV) | 0.52067232 |
| Kurtosis | -0.46964078 |
| Mean | 12.239926 |
| Median Absolute Deviation (MAD) | 4.6 |
| Skewness | 0.023234871 |
| Sum | 176120.3 |
| Variance | 40.615012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.5 | 103 | 0.7% |
| 12.7 | 102 | 0.7% |
| 10.2 | 101 | 0.7% |
| 11.6 | 97 | 0.7% |
| 10.9 | 94 | 0.6% |
| 10.8 | 93 | 0.6% |
| 8 | 93 | 0.6% |
| 13.8 | 90 | 0.6% |
| 7.4 | 90 | 0.6% |
| 11.8 | 89 | 0.6% |
| Other values (342) | 13437 | |
| (Missing) | 157 | 1.1% |
| Value | Count | Frequency (%) |
| -8 | 1 | < 0.1% |
| -7.5 | 1 | < 0.1% |
| -6.8 | 1 | < 0.1% |
| -6.6 | 2 | |
| -6.3 | 1 | < 0.1% |
| -6.1 | 1 | < 0.1% |
| -5.9 | 2 | |
| -5.8 | 2 | |
| -5.6 | 1 | < 0.1% |
| -5.5 | 3 |
| Value | Count | Frequency (%) |
| 30.7 | 1 | < 0.1% |
| 29.2 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 28.8 | 2 | |
| 28.6 | 2 | |
| 28.5 | 2 | |
| 28.4 | 1 | < 0.1% |
| 28.3 | 3 | |
| 28.2 | 2 | |
| 28.1 | 2 |
MaxTemp
Real number (ℝ)
| Distinct | 432 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 135 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.28998 |
| Minimum | -3.7 |
|---|---|
| Maximum | 48.1 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 9 |
| Negative (%) | 0.1% |
| Memory size | 227.3 KiB |
Quantile statistics
| Minimum | -3.7 |
|---|---|
| 5-th percentile | 12.9 |
| Q1 | 18 |
| median | 22.7 |
| Q3 | 28.3 |
| 95-th percentile | 35.4 |
| Maximum | 48.1 |
| Range | 51.8 |
| Interquartile range (IQR) | 10.3 |
Descriptive statistics
| Standard deviation | 7.1098279 |
|---|---|
| Coefficient of variation (CV) | 0.30527411 |
| Kurtosis | -0.2289349 |
| Mean | 23.28998 |
| Median Absolute Deviation (MAD) | 5.1 |
| Skewness | 0.17971498 |
| Sum | 335631.9 |
| Variance | 50.549653 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 97 | 0.7% |
| 19 | 97 | 0.7% |
| 18.9 | 91 | 0.6% |
| 22.3 | 91 | 0.6% |
| 22.2 | 90 | 0.6% |
| 20.5 | 90 | 0.6% |
| 18.2 | 87 | 0.6% |
| 18.4 | 86 | 0.6% |
| 22.5 | 85 | 0.6% |
| 17.8 | 85 | 0.6% |
| Other values (422) | 13512 | |
| (Missing) | 135 | 0.9% |
| Value | Count | Frequency (%) |
| -3.7 | 1 | < 0.1% |
| -2.5 | 1 | < 0.1% |
| -1.5 | 1 | < 0.1% |
| -1.3 | 1 | < 0.1% |
| -0.9 | 1 | < 0.1% |
| -0.7 | 1 | < 0.1% |
| -0.3 | 1 | < 0.1% |
| -0.2 | 2 | |
| 0 | 4 | |
| 0.1 | 4 |
| Value | Count | Frequency (%) |
| 48.1 | 1 | < 0.1% |
| 46.8 | 1 | < 0.1% |
| 46.7 | 1 | < 0.1% |
| 45.1 | 1 | < 0.1% |
| 44.8 | 2 | |
| 44.5 | 1 | < 0.1% |
| 44.4 | 3 | |
| 44.3 | 1 | < 0.1% |
| 44.1 | 1 | < 0.1% |
| 43.9 | 2 |
Rainfall
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 312 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 330 |
| Missing (%) | 2.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3511466 |
| Minimum | 0 |
|---|---|
| Maximum | 367.6 |
| Zeros | 9084 |
| Zeros (%) | 62.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 227.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.8 |
| 95-th percentile | 12.6 |
| Maximum | 367.6 |
| Range | 367.6 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 8.905705 |
|---|---|
| Coefficient of variation (CV) | 3.7878136 |
| Kurtosis | 285.94905 |
| Mean | 2.3511466 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.990502 |
| Sum | 33423.9 |
| Variance | 79.311581 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9084 | |
| 0.2 | 876 | 6.0% |
| 0.4 | 398 | 2.7% |
| 0.6 | 267 | 1.8% |
| 0.8 | 199 | 1.4% |
| 1.2 | 182 | 1.3% |
| 1 | 182 | 1.3% |
| 1.6 | 131 | 0.9% |
| 1.4 | 130 | 0.9% |
| 2.2 | 105 | 0.7% |
| Other values (302) | 2662 | 18.3% |
| (Missing) | 330 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 9084 | |
| 0.1 | 14 | 0.1% |
| 0.2 | 876 | 6.0% |
| 0.3 | 7 | < 0.1% |
| 0.4 | 398 | 2.7% |
| 0.5 | 5 | < 0.1% |
| 0.6 | 267 | 1.8% |
| 0.7 | 1 | < 0.1% |
| 0.8 | 199 | 1.4% |
| 0.9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 367.6 | 1 | |
| 206.2 | 1 | |
| 167 | 1 | |
| 155.8 | 1 | |
| 145.6 | 1 | |
| 144.2 | 1 | |
| 143.8 | 1 | |
| 142.2 | 1 | |
| 136.4 | 1 | |
| 128 | 1 |
Evaporation
Real number (ℝ)
MISSING 
| Distinct | 197 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 6183 |
| Missing (%) | 42.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.495217 |
| Minimum | 0 |
|---|---|
| Maximum | 65.4 |
| Zeros | 26 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 227.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.8 |
| Q1 | 2.6 |
| median | 4.8 |
| Q3 | 7.4 |
| 95-th percentile | 12.2 |
| Maximum | 65.4 |
| Range | 65.4 |
| Interquartile range (IQR) | 4.8 |
Descriptive statistics
| Standard deviation | 4.2108766 |
|---|---|
| Coefficient of variation (CV) | 0.7662803 |
| Kurtosis | 26.756564 |
| Mean | 5.495217 |
| Median Absolute Deviation (MAD) | 2.4 |
| Skewness | 3.2838571 |
| Sum | 45956.5 |
| Variance | 17.731482 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 308 | 2.1% |
| 8 | 258 | 1.8% |
| 3.4 | 222 | 1.5% |
| 2 | 215 | 1.5% |
| 2.6 | 208 | 1.4% |
| 2.2 | 203 | 1.4% |
| 3 | 202 | 1.4% |
| 3.6 | 197 | 1.4% |
| 1.4 | 194 | 1.3% |
| 2.8 | 194 | 1.3% |
| Other values (187) | 6162 | |
| (Missing) | 6183 |
| Value | Count | Frequency (%) |
| 0 | 26 | 0.2% |
| 0.2 | 57 | 0.4% |
| 0.3 | 1 | < 0.1% |
| 0.4 | 83 | |
| 0.5 | 1 | < 0.1% |
| 0.6 | 108 | |
| 0.7 | 3 | < 0.1% |
| 0.8 | 154 | |
| 0.9 | 2 | < 0.1% |
| 1 | 167 |
| Value | Count | Frequency (%) |
| 65.4 | 1 | |
| 60.2 | 1 | |
| 58 | 1 | |
| 56.6 | 1 | |
| 50.8 | 1 | |
| 48.8 | 1 | |
| 48.4 | 1 | |
| 47.2 | 1 | |
| 43.4 | 1 | |
| 43 | 1 |
Sunshine
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 143 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 6904 |
| Missing (%) | 47.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5989924 |
| Minimum | 0 |
|---|---|
| Maximum | 14.3 |
| Zeros | 244 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 227.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 4.8 |
| median | 8.5 |
| Q3 | 10.6 |
| 95-th percentile | 12.8 |
| Maximum | 14.3 |
| Range | 14.3 |
| Interquartile range (IQR) | 5.8 |
Descriptive statistics
| Standard deviation | 3.8023753 |
|---|---|
| Coefficient of variation (CV) | 0.50037888 |
| Kurtosis | -0.8213867 |
| Mean | 7.5989924 |
| Median Absolute Deviation (MAD) | 2.6 |
| Skewness | -0.50634301 |
| Sum | 58071.5 |
| Variance | 14.458058 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 244 | 1.7% |
| 10.3 | 121 | 0.8% |
| 10.5 | 120 | 0.8% |
| 10.7 | 113 | 0.8% |
| 10.4 | 105 | 0.7% |
| 9.2 | 102 | 0.7% |
| 10.1 | 101 | 0.7% |
| 9.8 | 100 | 0.7% |
| 10.6 | 98 | 0.7% |
| 10.8 | 98 | 0.7% |
| Other values (133) | 6440 | |
| (Missing) | 6904 |
| Value | Count | Frequency (%) |
| 0 | 244 | |
| 0.1 | 57 | 0.4% |
| 0.2 | 72 | 0.5% |
| 0.3 | 44 | 0.3% |
| 0.4 | 39 | 0.3% |
| 0.5 | 42 | 0.3% |
| 0.6 | 32 | 0.2% |
| 0.7 | 25 | 0.2% |
| 0.8 | 26 | 0.2% |
| 0.9 | 33 | 0.2% |
| Value | Count | Frequency (%) |
| 14.3 | 2 | < 0.1% |
| 14.1 | 3 | < 0.1% |
| 14 | 5 | < 0.1% |
| 13.9 | 3 | < 0.1% |
| 13.8 | 7 | < 0.1% |
| 13.7 | 9 | 0.1% |
| 13.6 | 18 | |
| 13.5 | 16 | 0.1% |
| 13.4 | 32 | |
| 13.3 | 43 |
WindGustDir
Categorical
MISSING 
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1056 |
| Missing (%) | 7.3% |
| Memory size | 227.3 KiB |
| W | |
|---|---|
| N | |
| SE | |
| WSW | |
| SSE | |
| Other values (11) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.2031134 |
| Min length | 1 |
Characters and Unicode
| Total characters | 29720 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NNW |
|---|---|
| 2nd row | N |
| 3rd row | NE |
| 4th row | SSW |
| 5th row | W |
Common Values
| Value | Count | Frequency (%) |
| W | 960 | 6.6% |
| N | 958 | 6.6% |
| SE | 945 | 6.5% |
| WSW | 933 | 6.4% |
| SSE | 932 | 6.4% |
| E | 907 | 6.2% |
| SSW | 900 | 6.2% |
| SW | 882 | 6.1% |
| S | 857 | 5.9% |
| WNW | 838 | 5.8% |
| Other values (6) | 4378 | |
| (Missing) | 1056 | 7.3% |
Length
| Value | Count | Frequency (%) |
| w | 960 | 7.1% |
| n | 958 | 7.1% |
| se | 945 | 7.0% |
| wsw | 933 | 6.9% |
| sse | 932 | 6.9% |
| e | 907 | 6.7% |
| ssw | 900 | 6.7% |
| sw | 882 | 6.5% |
| s | 857 | 6.4% |
| wnw | 838 | 6.2% |
| Other values (6) | 4378 |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 8020 | |
| W | 7749 | |
| E | 7233 | |
| N | 6718 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 29720 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 8020 | |
| W | 7749 | |
| E | 7233 | |
| N | 6718 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 29720 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 8020 | |
| W | 7749 | |
| E | 7233 | |
| N | 6718 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 29720 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 8020 | |
| W | 7749 | |
| E | 7233 | |
| N | 6718 |
WindGustSpeed
Real number (ℝ)
MISSING 
| Distinct | 56 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 1048 |
| Missing (%) | 7.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.025708 |
| Minimum | 7 |
|---|---|
| Maximum | 135 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 227.3 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 31 |
| median | 39 |
| Q3 | 48 |
| 95-th percentile | 65 |
| Maximum | 135 |
| Range | 128 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 13.388806 |
|---|---|
| Coefficient of variation (CV) | 0.33450518 |
| Kurtosis | 1.2994461 |
| Mean | 40.025708 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.83826509 |
| Sum | 540267 |
| Variance | 179.26014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35 | 918 | 6.3% |
| 39 | 895 | 6.2% |
| 31 | 835 | 5.7% |
| 37 | 816 | 5.6% |
| 33 | 798 | 5.5% |
| 41 | 760 | 5.2% |
| 30 | 730 | 5.0% |
| 43 | 668 | 4.6% |
| 28 | 646 | 4.4% |
| 46 | 545 | 3.7% |
| Other values (46) | 5887 | |
| (Missing) | 1048 | 7.2% |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 9 | 9 | 0.1% |
| 11 | 13 | 0.1% |
| 13 | 52 | 0.4% |
| 15 | 86 | 0.6% |
| 17 | 153 | 1.1% |
| 19 | 175 | |
| 20 | 228 | |
| 22 | 256 | |
| 24 | 393 |
| Value | Count | Frequency (%) |
| 135 | 1 | < 0.1% |
| 109 | 2 | < 0.1% |
| 107 | 2 | < 0.1% |
| 104 | 2 | < 0.1% |
| 102 | 3 | |
| 100 | 2 | < 0.1% |
| 98 | 4 | |
| 96 | 2 | < 0.1% |
| 94 | 4 | |
| 93 | 5 |
WindDir9am
Categorical
MISSING 
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1057 |
| Missing (%) | 7.3% |
| Memory size | 227.3 KiB |
| N | |
|---|---|
| SSE | |
| NW | |
| E | |
| SE | |
| Other values (11) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.1817777 |
| Min length | 1 |
Characters and Unicode
| Total characters | 29430 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NNW |
|---|---|
| 2nd row | W |
| 3rd row | N |
| 4th row | SW |
| 5th row | SW |
Common Values
| Value | Count | Frequency (%) |
| N | 1169 | 8.0% |
| SSE | 956 | 6.6% |
| NW | 924 | 6.4% |
| E | 920 | 6.3% |
| SE | 913 | 6.3% |
| S | 879 | 6.0% |
| SW | 863 | 5.9% |
| NNE | 839 | 5.8% |
| W | 814 | 5.6% |
| ENE | 790 | 5.4% |
| Other values (6) | 4422 | |
| (Missing) | 1057 | 7.3% |
Length
| Value | Count | Frequency (%) |
| n | 1169 | 8.7% |
| sse | 956 | 7.1% |
| nw | 924 | 6.9% |
| e | 920 | 6.8% |
| se | 913 | 6.8% |
| s | 879 | 6.5% |
| sw | 863 | 6.4% |
| nne | 839 | 6.2% |
| w | 814 | 6.0% |
| ene | 790 | 5.9% |
| Other values (6) | 4422 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 7530 | |
| S | 7515 | |
| E | 7515 | |
| W | 6870 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 29430 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 7530 | |
| S | 7515 | |
| E | 7515 | |
| W | 6870 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 29430 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 7530 | |
| S | 7515 | |
| E | 7515 | |
| W | 6870 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 29430 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 7530 | |
| S | 7515 | |
| E | 7515 | |
| W | 6870 |
WindDir3pm
Categorical
MISSING 
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 411 |
| Missing (%) | 2.8% |
| Memory size | 227.3 KiB |
| SE | |
|---|---|
| W | |
| S | |
| WSW | |
| SW | |
| Other values (11) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.2067917 |
| Min length | 1 |
Characters and Unicode
| Total characters | 31193 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NW |
|---|---|
| 2nd row | WNW |
| 3rd row | N |
| 4th row | NE |
| 5th row | S |
Common Values
| Value | Count | Frequency (%) |
| SE | 1062 | 7.3% |
| W | 1009 | 6.9% |
| S | 1005 | 6.9% |
| WSW | 954 | 6.6% |
| SW | 938 | 6.4% |
| SSE | 929 | 6.4% |
| NW | 896 | 6.2% |
| N | 888 | 6.1% |
| ESE | 868 | 6.0% |
| E | 842 | 5.8% |
| Other values (6) | 4744 |
Length
| Value | Count | Frequency (%) |
| se | 1062 | 7.5% |
| w | 1009 | 7.1% |
| s | 1005 | 7.1% |
| wsw | 954 | 6.7% |
| sw | 938 | 6.6% |
| sse | 929 | 6.6% |
| nw | 896 | 6.3% |
| n | 888 | 6.3% |
| ese | 868 | 6.1% |
| e | 842 | 6.0% |
| Other values (6) | 4744 |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 8311 | |
| W | 8077 | |
| E | 7604 | |
| N | 7201 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 31193 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 8311 | |
| W | 8077 | |
| E | 7604 | |
| N | 7201 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 31193 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 8311 | |
| W | 8077 | |
| E | 7604 | |
| N | 7201 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 31193 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 8311 | |
| W | 8077 | |
| E | 7604 | |
| N | 7201 |
WindSpeed9am
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 34 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 179 |
| Missing (%) | 1.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.06856 |
| Minimum | 0 |
|---|---|
| Maximum | 67 |
| Zeros | 869 |
| Zeros (%) | 6.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 227.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7 |
| median | 13 |
| Q3 | 19 |
| 95-th percentile | 30 |
| Maximum | 67 |
| Range | 67 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 8.9376133 |
|---|---|
| Coefficient of variation (CV) | 0.63528985 |
| Kurtosis | 0.9350429 |
| Mean | 14.06856 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.7588526 |
| Sum | 202123 |
| Variance | 79.880932 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 1383 | 9.5% |
| 13 | 1288 | 8.9% |
| 11 | 1164 | 8.0% |
| 17 | 1088 | 7.5% |
| 15 | 1084 | 7.5% |
| 7 | 1069 | 7.3% |
| 19 | 880 | 6.0% |
| 0 | 869 | 6.0% |
| 6 | 860 | 5.9% |
| 20 | 833 | 5.7% |
| Other values (24) | 3849 |
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 2 | 483 | 3.3% |
| 4 | 650 | |
| 6 | 860 | |
| 7 | 1069 | |
| 9 | 1383 | |
| 11 | 1164 | |
| 13 | 1288 | |
| 15 | 1084 | |
| 17 | 1088 |
| Value | Count | Frequency (%) |
| 67 | 1 | < 0.1% |
| 63 | 1 | < 0.1% |
| 57 | 3 | < 0.1% |
| 56 | 5 | < 0.1% |
| 54 | 5 | < 0.1% |
| 52 | 7 | < 0.1% |
| 50 | 13 | |
| 48 | 9 | |
| 46 | 17 | |
| 44 | 21 |
WindSpeed3pm
Real number (ℝ)
MISSING 
| Distinct | 36 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 302 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.718057 |
| Minimum | 0 |
|---|---|
| Maximum | 69 |
| Zeros | 102 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 227.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 13 |
| median | 19 |
| Q3 | 24 |
| 95-th percentile | 35 |
| Maximum | 69 |
| Range | 69 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 8.7995923 |
|---|---|
| Coefficient of variation (CV) | 0.47011249 |
| Kurtosis | 0.71014711 |
| Mean | 18.718057 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.6339216 |
| Sum | 266620 |
| Variance | 77.432824 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 1294 | 8.9% |
| 13 | 1245 | 8.6% |
| 15 | 1230 | 8.5% |
| 20 | 1186 | 8.2% |
| 19 | 1114 | 7.7% |
| 11 | 963 | 6.6% |
| 9 | 955 | 6.6% |
| 24 | 863 | 5.9% |
| 22 | 811 | 5.6% |
| 26 | 693 | 4.8% |
| Other values (26) | 3890 |
| Value | Count | Frequency (%) |
| 0 | 102 | 0.7% |
| 2 | 91 | 0.6% |
| 4 | 228 | 1.6% |
| 6 | 396 | 2.7% |
| 7 | 575 | |
| 9 | 955 | |
| 11 | 963 | |
| 13 | 1245 | |
| 15 | 1230 | |
| 17 | 1294 |
| Value | Count | Frequency (%) |
| 69 | 1 | < 0.1% |
| 65 | 1 | < 0.1% |
| 63 | 2 | < 0.1% |
| 61 | 3 | < 0.1% |
| 57 | 1 | < 0.1% |
| 56 | 10 | |
| 54 | 5 | < 0.1% |
| 52 | 9 | |
| 50 | 20 | |
| 48 | 16 |
Humidity9am
Real number (ℝ)
MISSING 
| Distinct | 98 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 286 |
| Missing (%) | 2.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.586676 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 227.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 57 |
| median | 69 |
| Q3 | 83 |
| 95-th percentile | 98 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 19.033576 |
|---|---|
| Coefficient of variation (CV) | 0.27751127 |
| Kurtosis | -0.065812412 |
| Mean | 68.586676 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.46645356 |
| Sum | 978046 |
| Variance | 362.27701 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99 | 325 | 2.2% |
| 69 | 323 | 2.2% |
| 66 | 319 | 2.2% |
| 65 | 315 | 2.2% |
| 62 | 302 | 2.1% |
| 70 | 301 | 2.1% |
| 72 | 299 | 2.1% |
| 67 | 299 | 2.1% |
| 100 | 295 | 2.0% |
| 63 | 289 | 2.0% |
| Other values (88) | 11193 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 5 | < 0.1% |
| 10 | 7 | |
| 11 | 13 | |
| 12 | 12 |
| Value | Count | Frequency (%) |
| 100 | 295 | |
| 99 | 325 | |
| 98 | 192 | |
| 97 | 161 | |
| 96 | 161 | |
| 95 | 163 | |
| 94 | 160 | |
| 93 | 181 | |
| 92 | 182 | |
| 91 | 205 |
Humidity3pm
Real number (ℝ)
MISSING 
| Distinct | 100 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 457 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.454539 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 227.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 36 |
| median | 52 |
| Q3 | 66 |
| 95-th percentile | 88 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 20.931978 |
|---|---|
| Coefficient of variation (CV) | 0.40680529 |
| Kurtosis | -0.52193895 |
| Mean | 51.454539 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.027823284 |
| Sum | 724943 |
| Variance | 438.14772 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 59 | 282 | 1.9% |
| 60 | 282 | 1.9% |
| 52 | 280 | 1.9% |
| 56 | 278 | 1.9% |
| 55 | 273 | 1.9% |
| 63 | 267 | 1.8% |
| 54 | 261 | 1.8% |
| 61 | 255 | 1.8% |
| 44 | 253 | 1.7% |
| 47 | 251 | 1.7% |
| Other values (90) | 11407 | |
| (Missing) | 457 | 3.1% |
| Value | Count | Frequency (%) |
| 1 | 5 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 4 | < 0.1% |
| 4 | 14 | 0.1% |
| 5 | 14 | 0.1% |
| 6 | 25 | |
| 7 | 32 | |
| 8 | 52 | |
| 9 | 50 | |
| 10 | 55 |
| Value | Count | Frequency (%) |
| 100 | 50 | |
| 99 | 46 | |
| 98 | 61 | |
| 97 | 33 | |
| 96 | 49 | |
| 95 | 45 | |
| 94 | 59 | |
| 93 | 62 | |
| 92 | 67 | |
| 91 | 62 |
Pressure9am
Real number (ℝ)
MISSING 
| Distinct | 439 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 1537 |
| Missing (%) | 10.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1017.6155 |
| Minimum | 982.3 |
|---|---|
| Maximum | 1040.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 227.3 KiB |
Quantile statistics
| Minimum | 982.3 |
|---|---|
| 5-th percentile | 1006.4 |
| Q1 | 1013 |
| median | 1017.6 |
| Q3 | 1022.3 |
| 95-th percentile | 1029.4 |
| Maximum | 1040.4 |
| Range | 58.1 |
| Interquartile range (IQR) | 9.3 |
Descriptive statistics
| Standard deviation | 7.0069934 |
|---|---|
| Coefficient of variation (CV) | 0.0068856985 |
| Kurtosis | 0.226705 |
| Mean | 1017.6155 |
| Median Absolute Deviation (MAD) | 4.7 |
| Skewness | -0.083901448 |
| Sum | 13238160 |
| Variance | 49.097957 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1017.2 | 95 | 0.7% |
| 1015.7 | 88 | 0.6% |
| 1019.6 | 87 | 0.6% |
| 1015.1 | 87 | 0.6% |
| 1018.4 | 87 | 0.6% |
| 1016.4 | 86 | 0.6% |
| 1015.2 | 85 | 0.6% |
| 1018.7 | 84 | 0.6% |
| 1018 | 84 | 0.6% |
| 1015.5 | 83 | 0.6% |
| Other values (429) | 12143 | |
| (Missing) | 1537 | 10.6% |
| Value | Count | Frequency (%) |
| 982.3 | 1 | |
| 984.6 | 1 | |
| 989.3 | 1 | |
| 989.4 | 1 | |
| 990.2 | 1 | |
| 991.6 | 1 | |
| 991.7 | 2 | |
| 991.8 | 1 | |
| 991.9 | 1 | |
| 992.1 | 2 |
| Value | Count | Frequency (%) |
| 1040.4 | 1 | < 0.1% |
| 1039.3 | 1 | < 0.1% |
| 1039.1 | 1 | < 0.1% |
| 1039 | 1 | < 0.1% |
| 1038.8 | 2 | |
| 1038.5 | 1 | < 0.1% |
| 1038.3 | 1 | < 0.1% |
| 1038 | 2 | |
| 1037.7 | 3 | |
| 1037.6 | 1 | < 0.1% |
Pressure3pm
Real number (ℝ)
MISSING 
| Distinct | 432 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 1522 |
| Missing (%) | 10.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1015.2199 |
| Minimum | 984.2 |
|---|---|
| Maximum | 1037.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 227.3 KiB |
Quantile statistics
| Minimum | 984.2 |
|---|---|
| 5-th percentile | 1004.115 |
| Q1 | 1010.5 |
| median | 1015.2 |
| Q3 | 1019.9 |
| 95-th percentile | 1026.7 |
| Maximum | 1037.7 |
| Range | 53.5 |
| Interquartile range (IQR) | 9.4 |
Descriptive statistics
| Standard deviation | 6.9060773 |
|---|---|
| Coefficient of variation (CV) | 0.0068025434 |
| Kurtosis | 0.082146068 |
| Mean | 1015.2199 |
| Median Absolute Deviation (MAD) | 4.7 |
| Skewness | -0.022871781 |
| Sum | 13222224 |
| Variance | 47.693904 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1014.6 | 94 | 0.6% |
| 1015.5 | 88 | 0.6% |
| 1017.4 | 87 | 0.6% |
| 1014.4 | 83 | 0.6% |
| 1010.9 | 83 | 0.6% |
| 1015.6 | 82 | 0.6% |
| 1016 | 82 | 0.6% |
| 1016.3 | 82 | 0.6% |
| 1012.3 | 81 | 0.6% |
| 1013.9 | 81 | 0.6% |
| Other values (422) | 12181 | |
| (Missing) | 1522 | 10.5% |
| Value | Count | Frequency (%) |
| 984.2 | 1 | |
| 985.1 | 1 | |
| 986 | 1 | |
| 986.4 | 1 | |
| 986.8 | 1 | |
| 986.9 | 1 | |
| 987.1 | 2 | |
| 987.4 | 1 | |
| 988.3 | 1 | |
| 991.1 | 1 |
| Value | Count | Frequency (%) |
| 1037.7 | 1 | < 0.1% |
| 1036.4 | 1 | < 0.1% |
| 1035.9 | 2 | |
| 1035.8 | 1 | < 0.1% |
| 1035.7 | 1 | < 0.1% |
| 1035.6 | 3 | |
| 1035.5 | 1 | < 0.1% |
| 1035.4 | 1 | < 0.1% |
| 1035.3 | 3 | |
| 1035.1 | 1 | < 0.1% |
Cloud9am
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 5558 |
| Missing (%) | 38.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4185581 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 852 |
| Zeros (%) | 5.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 227.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.879181 |
|---|---|
| Coefficient of variation (CV) | 0.651611 |
| Kurtosis | -1.5420738 |
| Mean | 4.4185581 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.21291739 |
| Sum | 39714 |
| Variance | 8.2896834 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 1966 | 13.5% |
| 1 | 1617 | 11.1% |
| 8 | 1440 | 9.9% |
| 0 | 852 | 5.9% |
| 6 | 826 | 5.7% |
| 2 | 658 | 4.5% |
| 5 | 608 | 4.2% |
| 3 | 586 | 4.0% |
| 4 | 434 | 3.0% |
| 9 | 1 | < 0.1% |
| (Missing) | 5558 |
| Value | Count | Frequency (%) |
| 0 | 852 | |
| 1 | 1617 | |
| 2 | 658 | 4.5% |
| 3 | 586 | 4.0% |
| 4 | 434 | 3.0% |
| 5 | 608 | 4.2% |
| 6 | 826 | |
| 7 | 1966 | |
| 8 | 1440 | |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 8 | 1440 | |
| 7 | 1966 | |
| 6 | 826 | |
| 5 | 608 | 4.2% |
| 4 | 434 | 3.0% |
| 3 | 586 | 4.0% |
| 2 | 658 | 4.5% |
| 1 | 1617 | |
| 0 | 852 |
Cloud3pm
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 5875 |
| Missing (%) | 40.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5044401 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 498 |
| Zeros (%) | 3.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 227.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.7215569 |
|---|---|
| Coefficient of variation (CV) | 0.60419427 |
| Kurtosis | -1.4620243 |
| Mean | 4.5044401 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.22053708 |
| Sum | 39058 |
| Variance | 7.4068719 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 1838 | 12.6% |
| 1 | 1509 | 10.4% |
| 8 | 1274 | 8.8% |
| 6 | 898 | 6.2% |
| 2 | 743 | 5.1% |
| 3 | 706 | 4.9% |
| 5 | 679 | 4.7% |
| 4 | 526 | 3.6% |
| 0 | 498 | 3.4% |
| (Missing) | 5875 |
| Value | Count | Frequency (%) |
| 0 | 498 | 3.4% |
| 1 | 1509 | |
| 2 | 743 | |
| 3 | 706 | 4.9% |
| 4 | 526 | 3.6% |
| 5 | 679 | 4.7% |
| 6 | 898 | |
| 7 | 1838 | |
| 8 | 1274 |
| Value | Count | Frequency (%) |
| 8 | 1274 | |
| 7 | 1838 | |
| 6 | 898 | |
| 5 | 679 | 4.7% |
| 4 | 526 | 3.6% |
| 3 | 706 | 4.9% |
| 2 | 743 | |
| 1 | 1509 | |
| 0 | 498 | 3.4% |
Temp9am
Real number (ℝ)
MISSING 
| Distinct | 384 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 194 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.066325 |
| Minimum | -5.2 |
|---|---|
| Maximum | 38.9 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 43 |
| Negative (%) | 0.3% |
| Memory size | 227.3 KiB |
Quantile statistics
| Minimum | -5.2 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 12.4 |
| median | 16.8 |
| Q3 | 21.6 |
| 95-th percentile | 28.2 |
| Maximum | 38.9 |
| Range | 44.1 |
| Interquartile range (IQR) | 9.2 |
Descriptive statistics
| Standard deviation | 6.4528251 |
|---|---|
| Coefficient of variation (CV) | 0.37810278 |
| Kurtosis | -0.32940978 |
| Mean | 17.066325 |
| Median Absolute Deviation (MAD) | 4.6 |
| Skewness | 0.072492503 |
| Sum | 244935.9 |
| Variance | 41.638952 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17.8 | 106 | 0.7% |
| 15.1 | 103 | 0.7% |
| 16 | 99 | 0.7% |
| 14.9 | 98 | 0.7% |
| 13.8 | 97 | 0.7% |
| 17.3 | 96 | 0.7% |
| 14.5 | 95 | 0.7% |
| 13.2 | 95 | 0.7% |
| 14.1 | 93 | 0.6% |
| 15.8 | 93 | 0.6% |
| Other values (374) | 13377 | |
| (Missing) | 194 | 1.3% |
| Value | Count | Frequency (%) |
| -5.2 | 2 | |
| -4.9 | 1 | |
| -4.3 | 1 | |
| -3.6 | 2 | |
| -3.4 | 1 | |
| -3.3 | 1 | |
| -3.1 | 2 | |
| -2.9 | 1 | |
| -2.7 | 1 | |
| -2.4 | 1 |
| Value | Count | Frequency (%) |
| 38.9 | 1 | |
| 37.6 | 1 | |
| 37.5 | 2 | |
| 36.4 | 1 | |
| 36.2 | 1 | |
| 36.1 | 1 | |
| 35.7 | 1 | |
| 35.5 | 1 | |
| 35.3 | 1 | |
| 35.2 | 1 |
Temp3pm
Real number (ℝ)
MISSING 
| Distinct | 424 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 361 |
| Missing (%) | 2.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.735361 |
| Minimum | -4.1 |
|---|---|
| Maximum | 46.1 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 20 |
| Negative (%) | 0.1% |
| Memory size | 227.3 KiB |
Quantile statistics
| Minimum | -4.1 |
|---|---|
| 5-th percentile | 11.6 |
| Q1 | 16.7 |
| median | 21.2 |
| Q3 | 26.5 |
| 95-th percentile | 33.6 |
| Maximum | 46.1 |
| Range | 50.2 |
| Interquartile range (IQR) | 9.8 |
Descriptive statistics
| Standard deviation | 6.9241342 |
|---|---|
| Coefficient of variation (CV) | 0.3185654 |
| Kurtosis | -0.13906146 |
| Mean | 21.735361 |
| Median Absolute Deviation (MAD) | 4.8 |
| Skewness | 0.18822357 |
| Sum | 308316.1 |
| Variance | 47.943634 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19.3 | 97 | 0.7% |
| 18.5 | 97 | 0.7% |
| 21.2 | 96 | 0.7% |
| 16.8 | 96 | 0.7% |
| 18.4 | 96 | 0.7% |
| 19.4 | 95 | 0.7% |
| 17.5 | 91 | 0.6% |
| 17.3 | 90 | 0.6% |
| 18.9 | 89 | 0.6% |
| 22.6 | 88 | 0.6% |
| Other values (414) | 13250 | |
| (Missing) | 361 | 2.5% |
| Value | Count | Frequency (%) |
| -4.1 | 1 | < 0.1% |
| -3.3 | 1 | < 0.1% |
| -3.1 | 1 | < 0.1% |
| -3 | 1 | < 0.1% |
| -2.9 | 1 | < 0.1% |
| -2.3 | 1 | < 0.1% |
| -2.2 | 1 | < 0.1% |
| -2.1 | 1 | < 0.1% |
| -1.6 | 1 | < 0.1% |
| -1.5 | 3 |
| Value | Count | Frequency (%) |
| 46.1 | 3 | |
| 43.9 | 1 | < 0.1% |
| 43.4 | 1 | < 0.1% |
| 43.2 | 1 | < 0.1% |
| 43 | 1 | < 0.1% |
| 42.6 | 1 | < 0.1% |
| 42.4 | 1 | < 0.1% |
| 42.3 | 1 | < 0.1% |
| 42.2 | 2 | |
| 42 | 3 |
RainToday
Boolean
MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 330 |
| Missing (%) | 2.3% |
| Memory size | 142.1 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 330 |
| Value | Count | Frequency (%) |
| False | 11035 | |
| True | 3181 | 21.9% |
| (Missing) | 330 | 2.3% |
RainTomorrow
Boolean
MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 329 |
| Missing (%) | 2.3% |
| Memory size | 142.1 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 329 |
| Value | Count | Frequency (%) |
| False | 11010 | |
| True | 3207 | 22.0% |
| (Missing) | 329 | 2.3% |
| Date | Location | MinTemp | MaxTemp | Rainfall | Evaporation | Sunshine | WindGustDir | WindGustSpeed | WindDir9am | WindDir3pm | WindSpeed9am | WindSpeed3pm | Humidity9am | Humidity3pm | Pressure9am | Pressure3pm | Cloud9am | Cloud3pm | Temp9am | Temp3pm | RainToday | RainTomorrow | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 100721 | 2012-04-22 | MountGambier | 15.0 | 18.9 | 4.2 | 6.6 | 8.0 | NNW | 54.0 | NNW | NW | 24.0 | 31.0 | 73.0 | 64.0 | 1005.2 | 1003.7 | 4.0 | 5.0 | 17.3 | 17.6 | Yes | Yes |
| 30234 | 2008-03-30 | Sydney | 13.1 | 26.8 | 0.0 | 4.6 | 10.9 | NaN | NaN | W | WNW | 22.0 | 15.0 | 61.0 | 22.0 | 1013.0 | 1009.0 | 0.0 | 1.0 | 16.9 | 25.9 | No | No |
| 68427 | 2011-12-10 | Melbourne | 19.0 | 29.0 | NaN | 11.0 | 5.6 | N | 59.0 | N | N | 39.0 | 22.0 | 50.0 | 38.0 | 1006.5 | 1003.4 | NaN | NaN | 24.2 | 27.2 | NaN | NaN |
| 28624 | 2013-03-27 | Richmond | 18.1 | 32.2 | 0.0 | 2.1 | NaN | NE | 30.0 | NaN | NE | 0.0 | 17.0 | 99.0 | 51.0 | 1019.2 | 1014.6 | NaN | NaN | 20.9 | 31.6 | No | No |
| 31173 | 2010-10-25 | Sydney | 13.9 | 19.6 | 14.0 | 1.2 | 5.4 | SSW | 50.0 | SW | S | 17.0 | 22.0 | 90.0 | 64.0 | NaN | 1018.4 | 7.0 | 6.0 | 15.5 | 19.1 | Yes | No |
| 573 | 2010-06-27 | Albury | 0.6 | 11.9 | 0.2 | NaN | NaN | W | 22.0 | SW | NW | 2.0 | 11.0 | 99.0 | 54.0 | 1024.3 | 1021.8 | 1.0 | 2.0 | 2.8 | 11.5 | No | No |
| 120056 | 2015-11-22 | PerthAirport | 21.8 | 36.2 | 0.0 | 12.2 | 11.9 | E | 61.0 | NNE | NW | 31.0 | 30.0 | 14.0 | 12.0 | 1014.9 | 1013.2 | 6.0 | 0.0 | 31.2 | 33.4 | No | No |
| 43057 | 2010-04-25 | Wollongong | 17.7 | 22.3 | NaN | NaN | NaN | SSE | 54.0 | NaN | S | NaN | 37.0 | NaN | 80.0 | 1012.8 | 1014.3 | NaN | 7.0 | NaN | 17.0 | NaN | Yes |
| 28966 | 2014-03-04 | Richmond | 18.4 | 25.7 | 2.6 | 1.2 | NaN | NE | 24.0 | NaN | NNE | 0.0 | 2.0 | 100.0 | 64.0 | 1026.5 | 1023.3 | NaN | NaN | 19.8 | 24.2 | Yes | No |
| 90691 | 2010-02-25 | GoldCoast | 22.0 | 27.9 | 16.6 | NaN | NaN | SSE | 61.0 | SSE | S | 31.0 | 30.0 | 77.0 | 78.0 | 1021.4 | 1020.9 | NaN | NaN | 25.3 | 23.8 | Yes | Yes |
| Date | Location | MinTemp | MaxTemp | Rainfall | Evaporation | Sunshine | WindGustDir | WindGustSpeed | WindDir9am | WindDir3pm | WindSpeed9am | WindSpeed3pm | Humidity9am | Humidity3pm | Pressure9am | Pressure3pm | Cloud9am | Cloud3pm | Temp9am | Temp3pm | RainToday | RainTomorrow | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 47233 | 2012-06-03 | Canberra | 7.7 | 14.8 | 17.6 | 0.8 | 4.1 | SW | 24.0 | SSE | S | 6.0 | 13.0 | 88.0 | 65.0 | 1016.9 | 1012.1 | 8.0 | NaN | 9.3 | 14.4 | Yes | No |
| 132643 | 2016-06-03 | Hobart | 1.2 | 11.0 | 0.0 | 0.8 | 3.5 | NNW | 33.0 | NW | NNW | 20.0 | 13.0 | 84.0 | 57.0 | 1032.5 | 1029.7 | 7.0 | 1.0 | 3.1 | 10.8 | No | No |
| 48213 | 2015-04-08 | Canberra | 4.9 | 15.7 | 53.2 | NaN | NaN | SW | 48.0 | SSW | S | 19.0 | 19.0 | 67.0 | 57.0 | 1013.0 | 1016.2 | NaN | 8.0 | 13.2 | 14.8 | Yes | No |
| 116947 | 2015-08-14 | PearceRAAF | 5.1 | 23.4 | 0.0 | NaN | 9.8 | N | 26.0 | NE | N | 9.0 | 13.0 | 76.0 | 45.0 | 1024.8 | 1020.9 | NaN | NaN | 13.6 | 22.8 | No | No |
| 69864 | 2016-01-14 | Melbourne | NaN | NaN | NaN | 17.6 | 1.1 | S | 54.0 | SSW | SSW | 20.0 | 31.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 27983 | 2011-03-28 | Richmond | 12.4 | 24.1 | 0.2 | 8.4 | NaN | E | 31.0 | NaN | ESE | 0.0 | 11.0 | 99.0 | 58.0 | 1027.5 | 1025.4 | NaN | NaN | 15.8 | 23.5 | No | No |
| 10399 | 2012-10-03 | CoffsHarbour | 8.6 | 22.0 | 0.0 | 6.2 | 11.4 | ENE | 37.0 | ESE | NE | 13.0 | 26.0 | 45.0 | 54.0 | 1028.5 | 1023.5 | 1.0 | 0.0 | 19.8 | 21.2 | No | No |
| 62792 | 2013-08-27 | Sale | 5.8 | 18.5 | 0.0 | 2.6 | 6.0 | SW | 19.0 | NNW | S | 9.0 | 2.0 | 76.0 | 53.0 | 1021.1 | 1017.2 | 1.0 | 8.0 | 12.8 | 18.3 | No | No |
| 31985 | 2013-04-13 | Sydney | 15.7 | 25.4 | 0.0 | 4.8 | 10.7 | NE | 35.0 | W | NE | 17.0 | 22.0 | 71.0 | 55.0 | 1021.5 | 1016.4 | 1.0 | 1.0 | 19.6 | 23.7 | No | No |
| 53438 | 2012-10-07 | MountGinini | -4.5 | 10.8 | 15.6 | NaN | NaN | S | 52.0 | S | NW | 17.0 | 7.0 | 69.0 | 63.0 | NaN | NaN | NaN | NaN | -0.8 | 9.6 | Yes | No |